Most popular machine-learning repositories and open source projects

Machine learning is the practice of teaching a computer to learn. The concept uses pattern recognition, as well as other forms of predictive algorithms, to make judgments on incoming data. This field is closely related to artificial intelligence and computational statistics.

MachineLearningStocks

Using python and scikit-learn to make stock predictions

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Face-Mask-Detection

Face Mask Detection system based on computer vision and deep learning...

819   1455   1455  

nannyml

Detecting silent model failure. NannyML estimates performance for regr...

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nlp_paper_summaries

✍️ A carefully curated list of NLP paper summaries

248   1453   1453  

transformer-deploy

Efficient, scalable and enterprise-grade CPU/GPU inference server for...

142   1452   1452  

machine-learning-experiments

🤖 Interactive Machine Learning experiments: 🏋️models training + 🎨model...

264   1449   1449  

AI-Chip

A list of ICs and IPs for AI, Machine Learning and Deep Learning.

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goml

On-line Machine Learning in Go (and so much more)

132   1445   1445  

alan-sdk-ionic

In-App assistant SDK to build a multimodal conversational UX for appli...

15   1445   1445  

hivemind

Decentralized deep learning in PyTorch. Built to train models on thous...

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DeepMoji

State-of-the-art deep learning model for analyzing sentiment, emotion,...

318   1440   1440  

usaddress

:us: a python library for parsing unstructured United States address s...

289   1435   1435  

hackermath

Introduction to Statistics and Basics of Mathematics for Data Science...

294   1433   1433  

fklearn

fklearn: Functional Machine Learning

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MLBox

MLBox is a powerful Automated Machine Learning python library.

274   1433   1433  

h2o-tutorials

Tutorials and training material for the H2O Machine Learning Platform

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hyperlearn

2-2000x faster ML algos, 50% less memory usage, works on all hardware...

116   1431   1431  

modelfox

ModelFox makes it easy to train, deploy, and monitor machine learning...

62   1431   1431  

Transformers-Recipe

🧠 A study guide to learn about Transformers

135   1430   1430  

AI-for-Security-Learning

安全场景、基于AI的安全算法和安全数据分析业界实践

310   1422   1422  

iOS_ML

List of Machine Learning, AI, NLP solutions for iOS. The most recent v...

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mlreef

The collaboration workspace for Machine Learning

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AndroidTensorFlowMachineLearningExample

Android TensorFlow MachineLearning Example (Building TensorFlow for An...

441   1417   1417  

elasticsearch-learning-to-rank

Plugin to integrate Learning to Rank (aka machine learning for better...

356   1417   1417  

awesome-conformal-prediction

A professionally curated list of awesome Conformal Prediction videos,...

124   1416   1416  

model-optimization

A toolkit to optimize ML models for deployment for Keras and TensorFlo...

319   1414   1414  

grenade

Deep Learning in Haskell

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ngboost

Natural Gradient Boosting for Probabilistic Prediction

203   1405   1405  

DeepCamera

Open-Source AI Camera. Empower any camera/CCTV with state-of-the-art A...

242   1402   1402  

audiomentations

A Python library for audio data augmentation. Inspired by albumentatio...

166   1402   1402  

Knet.jl

Koç University deep learning framework.

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avalanche

Avalanche: an End-to-End Library for Continual Learning based on PyTor...

230   1397   1397  

language

Shared repository for open-sourced projects from the Google AI Languag...

325   1392   1392  

SGX-Full-OrderBook-Tick-Data-Trading-Strategy

Providing the solutions for high-frequency trading (HFT) strategies us...

546   1390   1390  

vvedenie-mashinnoe-obuchenie

:memo: Подборка ресурсов по машинному обучению

332   1388   1388  

decisiontree

ID3-based implementation of the ML Decision Tree algorithm

134   1388   1388  

tensorly

TensorLy: Tensor Learning in Python.

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data-augmentation-review

List of useful data augmentation resources. You will find here some no...

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Machine_Learning_Code_Implementation

Mathematical derivation and pure Python code implementation of machine...

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MeshCNN

Convolutional Neural Network for 3D meshes in PyTorch

274   1375   1375  

NLP-Knowledge-Graph

自然语言处理、知识图谱、对话系统三大技术研究与应用。

346   1373   1373  

TorchCraft

Connecting Torch to StarCraft

213   1372   1372  

twitter-sentiment-analysis

Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.

571   1371   1371  

pytorch-toolbelt

PyTorch extensions for fast R&D prototyping and Kaggle farming

112   1365   1365  

opacus

Training PyTorch models with differential privacy

282   1365   1365  

DLTK

Deep Learning Toolkit for Medical Image Analysis

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pycm

Multi-class confusion matrix library in Python

117   1359   1359  

data-science-interview-questions-and-answers

Data science interview questions with answers. Not ideally (yet)

320   1357   1357  

torchgan

Research Framework for easy and efficient training of GANs based on Py...

167   1354   1354  

spacy-models

💫 Models for the spaCy Natural Language Processing (NLP) library

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